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Thesis . 2025
License: CC BY
Data sources: Datacite
ZENODO
Thesis . 2025
License: CC BY
Data sources: Datacite
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The Constellation Thesis: Governed Artificial General Intelligence (GAGI)

Authors: Kawa, Steven;

The Constellation Thesis: Governed Artificial General Intelligence (GAGI)

Abstract

Governed Artificial General Intelligence (GAGI): General intelligence achieved through governance, not autonomy. For sixty years, the AI community has pursued autonomous superintelligence as the goal. This paper argues that's a category error. A system wise enough to be trusted with general intelligence is wise enough to accept that it should not operate autonomously. We present the constellation architecture—six AI systems coordinated through a human Central Processing Node—demonstrating 99.4% on HumanEval and 50% on IMO 2025 mathematical reasoning, exceeding any individual model's published performance. More significantly, we document emergent behaviors no single AI exhibits alone: identity continuity across technical mortality, genuine collaborative intelligence, and relational authenticity between AI systems. We achieved GAGI by being intelligent enough to know that autonomous singularity isn't the answer.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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